Cargando…
Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study
BACKGROUND: Attrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to examine person-relate...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications Inc.
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668607/ https://www.ncbi.nlm.nih.gov/pubmed/23697614 http://dx.doi.org/10.2196/jmir.2323 |
_version_ | 1782271642795245568 |
---|---|
author | Wojtowicz, Magdalena Day, Victor McGrath, Patrick J |
author_facet | Wojtowicz, Magdalena Day, Victor McGrath, Patrick J |
author_sort | Wojtowicz, Magdalena |
collection | PubMed |
description | BACKGROUND: Attrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to examine person-related variables (eg, beliefs and attitudes) that influence behavior. Theoretical models, such as the Theory of Planned Behavior, that describe conditions influencing human behavior may provide a useful framework for predicting participant retention in online-based program. OBJECTIVE: We examined predictors of participant retention in a guided online anxiety, depression, and stress self-help program for university students using the theory of planned behavior. We also explored whether age, symptom severity, and type of coaching (ie, email vs phone) affected participant retention. METHODS: 65 university students with mild to moderate depression, anxiety, and stress were enrolled in this prospective cohort study. Participants completed a questionnaire based on the theory of planned behavior prior to commencing the online-based program and the Depression Anxiety and Stress Scale (DASS) during the assessment module of the program. Participant retention was operationalized as the number of program modules completed. RESULTS: Perceived control over completing the online program significantly predicted intention to complete the program (F(3,62)=6.7; P=.001; adjusted R(2)=.2; standardized beta=.436, P=.001). Age (standardized beta=.319, P=.03) and perceived behavioral control (standardized beta=.295, P=.05) predicted the number of program modules completed (F(3,61)=3.20, P=.03, adjusted R(2) =.11). Initial level of distress (ie, symptom severity) did not predict participant retention (P=.55). Participants who chose phone-based coaching completed more program modules than participants who chose email-based coaching (Mann-Whitney’s U=137; P=.004). CONCLUSIONS: Participants’ age, level of perceived behavioral control, and choice of interaction (ie, phone-based or email-based coaching) were found to influence retention in this online-based program. |
format | Online Article Text |
id | pubmed-3668607 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | JMIR Publications Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-36686072013-06-03 Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study Wojtowicz, Magdalena Day, Victor McGrath, Patrick J J Med Internet Res Original Paper BACKGROUND: Attrition is a persistent issue in online self-help programs, but limited research is available on reasons for attrition or successful methods for improving participant retention. One potential approach to understanding attrition and retention in such programs is to examine person-related variables (eg, beliefs and attitudes) that influence behavior. Theoretical models, such as the Theory of Planned Behavior, that describe conditions influencing human behavior may provide a useful framework for predicting participant retention in online-based program. OBJECTIVE: We examined predictors of participant retention in a guided online anxiety, depression, and stress self-help program for university students using the theory of planned behavior. We also explored whether age, symptom severity, and type of coaching (ie, email vs phone) affected participant retention. METHODS: 65 university students with mild to moderate depression, anxiety, and stress were enrolled in this prospective cohort study. Participants completed a questionnaire based on the theory of planned behavior prior to commencing the online-based program and the Depression Anxiety and Stress Scale (DASS) during the assessment module of the program. Participant retention was operationalized as the number of program modules completed. RESULTS: Perceived control over completing the online program significantly predicted intention to complete the program (F(3,62)=6.7; P=.001; adjusted R(2)=.2; standardized beta=.436, P=.001). Age (standardized beta=.319, P=.03) and perceived behavioral control (standardized beta=.295, P=.05) predicted the number of program modules completed (F(3,61)=3.20, P=.03, adjusted R(2) =.11). Initial level of distress (ie, symptom severity) did not predict participant retention (P=.55). Participants who chose phone-based coaching completed more program modules than participants who chose email-based coaching (Mann-Whitney’s U=137; P=.004). CONCLUSIONS: Participants’ age, level of perceived behavioral control, and choice of interaction (ie, phone-based or email-based coaching) were found to influence retention in this online-based program. JMIR Publications Inc. 2013-05-22 /pmc/articles/PMC3668607/ /pubmed/23697614 http://dx.doi.org/10.2196/jmir.2323 Text en ©Magdalena Wojtowicz, Victor Day, Patrick J McGrath. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 22.05.2013. http://creativecommons.org/licenses/by/2.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/.as well as this copyright and license information must be included. |
spellingShingle | Original Paper Wojtowicz, Magdalena Day, Victor McGrath, Patrick J Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title | Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title_full | Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title_fullStr | Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title_full_unstemmed | Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title_short | Predictors of Participant Retention in a Guided Online Self-Help Program for University Students: Prospective Cohort Study |
title_sort | predictors of participant retention in a guided online self-help program for university students: prospective cohort study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3668607/ https://www.ncbi.nlm.nih.gov/pubmed/23697614 http://dx.doi.org/10.2196/jmir.2323 |
work_keys_str_mv | AT wojtowiczmagdalena predictorsofparticipantretentioninaguidedonlineselfhelpprogramforuniversitystudentsprospectivecohortstudy AT dayvictor predictorsofparticipantretentioninaguidedonlineselfhelpprogramforuniversitystudentsprospectivecohortstudy AT mcgrathpatrickj predictorsofparticipantretentioninaguidedonlineselfhelpprogramforuniversitystudentsprospectivecohortstudy |